Overview

Dataset Statistics

Number of Variables 18
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 203.0 B
Variable Types
  • Categorical: 3
  • Numerical: 15

Dataset Insights

SHOTS_ON_GOAL and CORNERS have similar distributions Similar Distribution
SHOTS_OFF_GOAL and CORNERS have similar distributions Similar Distribution
GOAL_ATTEMPTS is skewed Skewed
SHOTS_ON_GOAL is skewed Skewed
SHOTS_OFF_GOAL is skewed Skewed
BLOCKED_SHOTS is skewed Skewed
CORNERS is skewed Skewed
OFFSIDES is skewed Skewed
THROW_IN is skewed Skewed
GOALKEEPER_SAVES is skewed Skewed
FOULS is skewed Skewed
COMPLETED_PASSES is skewed Skewed
TACKLES is skewed Skewed
ATTACKS is skewed Skewed
DANGEROUS_ATTACKS is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
ID has constant length 10 Constant Length
YELLOW_CARDS has constant length 1 Constant Length
RED_CARDS has constant length 1 Constant Length
ID has all distinct values Unique
SHOTS_ON_GOAL has 1584 (13.73%) zeros Zeros
SHOTS_OFF_GOAL has 1262 (10.94%) zeros Zeros
BLOCKED_SHOTS has 4257 (36.91%) zeros Zeros
FREE_KICKS has 1067 (9.25%) zeros Zeros
CORNERS has 1546 (13.4%) zeros Zeros
OFFSIDES has 4750 (41.18%) zeros Zeros
THROW_IN has 8486 (73.57%) zeros Zeros
GOALKEEPER_SAVES has 2301 (19.95%) zeros Zeros
COMPLETED_PASSES has 6338 (54.95%) zeros Zeros
TACKLES has 5603 (48.58%) zeros Zeros
ATTACKS has 4373 (37.91%) zeros Zeros
DANGEROUS_ATTACKS has 4374 (37.92%) zeros Zeros
  • 1
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  • 4

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRA2
2nd row KGJs2ZzqA2
3rd row 6XHk0D5eA2
4th row KIrtyAcHA2
5th row EFETfITFA2

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • ID contains many words: 11534 words
  • ID has words of constant length

BALL_POSSESSION

numerical

Approximate Distinct Count 78
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 48.9906
Minimum 4
Maximum 87
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • BALL_POSSESSION is skewed right (γ1 = 0.018)

Quantile Statistics

Minimum 4
5-th Percentile 29
Q1 40
Median 49
Q3 58
95-th Percentile 69
Maximum 87
Range 83
IQR 18

Descriptive Statistics

Mean 48.9906
Standard Deviation 12.2993
Variance 151.2731
Sum 565058
Skewness 0.018
Kurtosis -0.4105
Coefficient of Variation 0.2511
  • BALL_POSSESSION has 8 outliers

GOAL_ATTEMPTS

numerical

Approximate Distinct Count 21
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.0466
Minimum 0
Maximum 20
Zeros 119
Zeros (%) 1.0%
Negatives 0
Negatives (%) 0.0%
  • GOAL_ATTEMPTS is skewed right (γ1 = 0.6464)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 4
Median 6
Q3 8
95-th Percentile 12
Maximum 20
Range 20
IQR 4

Descriptive Statistics

Mean 6.0466
Standard Deviation 3.1544
Variance 9.9503
Sum 69742
Skewness 0.6464
Kurtosis 0.3871
Coefficient of Variation 0.5217
  • GOAL_ATTEMPTS is not normally distributed (p-value 3.04352536236443e-06)
  • GOAL_ATTEMPTS has 129 outliers

SHOTS_ON_GOAL

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.2218
Minimum 0
Maximum 11
Zeros 1584
Zeros (%) 13.7%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_ON_GOAL is skewed right (γ1 = 0.8735)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 11
Range 11
IQR 2

Descriptive Statistics

Mean 2.2218
Standard Deviation 1.6561
Variance 2.7428
Sum 25626
Skewness 0.8735
Kurtosis 0.9396
Coefficient of Variation 0.7454
  • SHOTS_ON_GOAL is not normally distributed (p-value 3.632929612915157e-12)
  • SHOTS_ON_GOAL has 183 outliers

SHOTS_OFF_GOAL

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.5123
Minimum 0
Maximum 15
Zeros 1262
Zeros (%) 10.9%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_OFF_GOAL is skewed right (γ1 = 0.905)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 4
95-th Percentile 6
Maximum 15
Range 15
IQR 3

Descriptive Statistics

Mean 2.5123
Standard Deviation 1.8005
Variance 3.2416
Sum 28977
Skewness 0.905
Kurtosis 1.1612
Coefficient of Variation 0.7167
  • SHOTS_OFF_GOAL is not normally distributed (p-value 1.3073287681586091e-11)
  • SHOTS_OFF_GOAL has 50 outliers

BLOCKED_SHOTS

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.3126
Minimum 0
Maximum 11
Zeros 4257
Zeros (%) 36.9%
Negatives 0
Negatives (%) 0.0%
  • BLOCKED_SHOTS is skewed right (γ1 = 1.3042)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 4
Maximum 11
Range 11
IQR 2

Descriptive Statistics

Mean 1.3126
Standard Deviation 1.4241
Variance 2.0279
Sum 15139
Skewness 1.3042
Kurtosis 2.1061
Coefficient of Variation 1.085
  • BLOCKED_SHOTS is not normally distributed (p-value 4.947781444658279e-16)
  • BLOCKED_SHOTS has 143 outliers

FREE_KICKS

numerical

Approximate Distinct Count 26
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.9932
Minimum 0
Maximum 28
Zeros 1067
Zeros (%) 9.3%
Negatives 0
Negatives (%) 0.0%
  • FREE_KICKS is skewed right (γ1 = 0.0856)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 5
Median 7
Q3 9
95-th Percentile 13
Maximum 28
Range 28
IQR 4

Descriptive Statistics

Mean 6.9932
Standard Deviation 3.6944
Variance 13.6484
Sum 80660
Skewness 0.08562
Kurtosis 0.3624
Coefficient of Variation 0.5283
  • FREE_KICKS is not normally distributed (p-value 2.1029695553880278e-05)
  • FREE_KICKS has 149 outliers

CORNERS

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.4056
Minimum 0
Maximum 14
Zeros 1546
Zeros (%) 13.4%
Negatives 0
Negatives (%) 0.0%
  • CORNERS is skewed right (γ1 = 0.9291)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 6
Maximum 14
Range 14
IQR 2

Descriptive Statistics

Mean 2.4056
Standard Deviation 1.8342
Variance 3.3641
Sum 27746
Skewness 0.9291
Kurtosis 1.049
Coefficient of Variation 0.7625
  • CORNERS is not normally distributed (p-value 1.855918425998559e-11)
  • CORNERS has 338 outliers

OFFSIDES

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 0.9715
Minimum 0
Maximum 10
Zeros 4750
Zeros (%) 41.2%
Negatives 0
Negatives (%) 0.0%
  • OFFSIDES is skewed right (γ1 = 1.3229)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 3
Maximum 10
Range 10
IQR 2

Descriptive Statistics

Mean 0.9715
Standard Deviation 1.0805
Variance 1.1674
Sum 11205
Skewness 1.3229
Kurtosis 2.3511
Coefficient of Variation 1.1122
  • OFFSIDES is not normally distributed (p-value 3.905843926639701e-17)
  • OFFSIDES has 26 outliers

THROW_IN

numerical

Approximate Distinct Count 37
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.9021
Minimum 0
Maximum 41
Zeros 8486
Zeros (%) 73.6%
Negatives 0
Negatives (%) 0.0%
  • THROW_IN is skewed right (γ1 = 1.82)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 5
95-th Percentile 15
Maximum 41
Range 41
IQR 5

Descriptive Statistics

Mean 2.9021
Standard Deviation 5.3955
Variance 29.1109
Sum 33473
Skewness 1.82
Kurtosis 2.815
Coefficient of Variation 1.8591
  • THROW_IN is not normally distributed (p-value 5.960823993720858e-25)
  • THROW_IN has 970 outliers

GOALKEEPER_SAVES

numerical

Approximate Distinct Count 13
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.8405
Minimum 0
Maximum 13
Zeros 2301
Zeros (%) 20.0%
Negatives 0
Negatives (%) 0.0%
  • GOALKEEPER_SAVES is skewed right (γ1 = 1.0814)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 13
Range 13
IQR 2

Descriptive Statistics

Mean 1.8405
Standard Deviation 1.5509
Variance 2.4051
Sum 21228
Skewness 1.0814
Kurtosis 1.7545
Coefficient of Variation 0.8426
  • GOALKEEPER_SAVES is not normally distributed (p-value 4.325649545503342e-13)
  • GOALKEEPER_SAVES has 115 outliers

FOULS

numerical

Approximate Distinct Count 21
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.7892
Minimum 0
Maximum 21
Zeros 24
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • FOULS is skewed right (γ1 = 0.4596)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 5
Median 7
Q3 9
95-th Percentile 12
Maximum 21
Range 21
IQR 4

Descriptive Statistics

Mean 6.7892
Standard Deviation 2.8025
Variance 7.854
Sum 78307
Skewness 0.4596
Kurtosis 0.3232
Coefficient of Variation 0.4128
  • FOULS is not normally distributed (p-value 3.738948385399231e-07)
  • FOULS has 54 outliers

YELLOW_CARDS

categorical

Approximate Distinct Count 9
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 1
3rd row 3
4th row 2
5th row 2

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (1, 2) take over 50.0%
  • YELLOW_CARDS has words of constant length

RED_CARDS

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB
  • The largest value (0) is over 11.51 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 11.51 times larger than the second largest value (1)
  • RED_CARDS has words of constant length

COMPLETED_PASSES

numerical

Approximate Distinct Count 369
Approximate Unique (%) 3.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 96.1888
Minimum 0
Maximum 658
Zeros 6338
Zeros (%) 54.9%
Negatives 0
Negatives (%) 0.0%
  • COMPLETED_PASSES is skewed right (γ1 = 0.7076)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 195
95-th Percentile 297
Maximum 658
Range 658
IQR 195

Descriptive Statistics

Mean 96.1888
Standard Deviation 115.8452
Variance 13420.1183
Sum 1.1094e+06
Skewness 0.7076
Kurtosis -0.7733
Coefficient of Variation 1.2044
  • COMPLETED_PASSES is not normally distributed (p-value 1.7139012961185072e-24)
  • COMPLETED_PASSES has 7 outliers

TACKLES

numerical

Approximate Distinct Count 26
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.2895
Minimum 0
Maximum 27
Zeros 5603
Zeros (%) 48.6%
Negatives 0
Negatives (%) 0.0%
  • TACKLES is skewed right (γ1 = 0.6963)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 3
Q3 8
95-th Percentile 13
Maximum 27
Range 27
IQR 8

Descriptive Statistics

Mean 4.2895
Standard Deviation 4.8278
Variance 23.3074
Sum 49475
Skewness 0.6963
Kurtosis -0.6248
Coefficient of Variation 1.1255
  • TACKLES is not normally distributed (p-value 2.1909456414809687e-23)
  • TACKLES has 9 outliers

ATTACKS

numerical

Approximate Distinct Count 113
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 32.1301
Minimum 0
Maximum 147
Zeros 4373
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • ATTACKS is skewed right (γ1 = 0.048)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 39
Q3 54
95-th Percentile 73
Maximum 147
Range 147
IQR 54

Descriptive Statistics

Mean 32.1301
Standard Deviation 27.7553
Variance 770.3556
Sum 370588
Skewness 0.04796
Kurtosis -1.332
Coefficient of Variation 0.8638
  • ATTACKS is not normally distributed (p-value 8.738014886534539e-23)
  • ATTACKS has 1 outliers

DANGEROUS_ATTACKS

numerical

Approximate Distinct Count 81
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 15.3564
Minimum 0
Maximum 100
Zeros 4374
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • DANGEROUS_ATTACKS is skewed right (γ1 = 0.6689)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 15
Q3 26
95-th Percentile 42
Maximum 100
Range 100
IQR 26

Descriptive Statistics

Mean 15.3564
Standard Deviation 15.042
Variance 226.2613
Sum 177121
Skewness 0.6689
Kurtosis -0.141
Coefficient of Variation 0.9795
  • DANGEROUS_ATTACKS is not normally distributed (p-value 5.482112405372656e-23)
  • DANGEROUS_ATTACKS has 23 outliers

Interactions

Correlations

Missing Values